1. Machine Learning Methods for Intensive Longitudinal Data and Causal Inference in Multi-Study, Multi-Outcome Settings Kim, Soohyun 2024 Theses BiometryMachine learningMental illnessPersonalized medicineSchizophreniaLongitudinal studiesClinical trials
2. Causal Inference for Health Effects of Time-varying Correlated Environmental Mixtures Chai, Zilan 2023 Theses BiometryPollution--Health aspectsBayesian statistical decision theoryEnvironmental toxicologyBlood glucoseIndians of North America--Health and hygiene
3. Computational Algorithms for Multi-omics and Electronic Health Records Data Guo, Jia 2023 Theses BiometryMedical records--Data processingAlgorithmsDiagnosisKidneys--DiseasesCancer--Diagnosis
4. Correcting for Measurement Error and Misclassification using General Location Models Kwizera, Muhire Honorine 2023 Theses BiometryAsthma in childrenBayesian statistical decision theoryEpidemiology--Statistical methodsAllergy in children
5. Dose Optimization Methods for Novel Cancer Therapies in the Presence of Patient Heterogeneity Silva, Rebecca Bryn 2023 Theses BiometryOncologyCancer--TreatmentDrugs--Dosage
6. Functional and Parametric Modeling Methods for PET Imaging Data Shieh, Denise 2023 Theses BiometryParametric vibration--Mathematical modelsAxonsSerotonin
7. General Bayesian Calibration Framework for Model Contamination and Measurement Error Wang, Siquan 2023 Theses BiometryBiostatisticsBayesian statistical decision theoryMathematical statisticsAsthma in childrenIndoor air pollution--Measurement
8. Phase II/III Transitional Seamless Trial Designs with Different Objectives and Endpoint Types Tumasian III, Robert A. 2023 Theses BiometryDrugs--TestingClinical trials--Methodology
9. Functional Data Analysis and Machine Learning for High-Dimensional Structured Data Garcia de la Garza, Angel 2022 Theses BiometryNeurosciencesPublic healthMachine learning--Industrial applicationsSuicide--Risk factorsSuicide--Epidemiology
10. Statistical Methods for Learning Patients Heterogeneity and Treatment Effects to Achieve Precision Medicine Xu, Tianchen 2022 Theses BiometryBlood glucose--Physiological effectInsulin resistancePeriodontal diseaseMedical statistics